Lead Story
I work with business owners and teams moving between startup speed and enterprise complexity. The work usually starts as operational pressure, unclear ownership, or a decision nobody wants to keep revisiting. Then it becomes something people can actually run.
The point is not more software. The point is a calmer owner, a clearer team, and a system that still makes sense after launch.
Work Record
The work is ordered like a front page: current proof first, earlier work next, each tied to shipped systems, useful judgment, and rooms where people had to get aligned.
Current Lead Article
Fullstack Engineer
2024 - Present / New Zealand HQ, Vietnam and Philippines teams
Technology partnership inside enterprise contexts: banking, machine learning infrastructure, cloud data, API platforms, serverless logistics, digital banking frontends, and support automation.
Selected Projects
Managed SageMaker training pipelines, A/B testing, drift detection, and a model registry for production ML work.
Built the data platform spine with medallion layers, Airflow orchestration, dbt transforms, and SageMaker Studio.
Hardened a Spring Boot API gateway with load balancing, RBAC enforcement, JWT/OAuth, and request transformation.
Delivered a React operator app and event-driven Lambda + DynamoDB backend for last-mile logistics workflows.
Product Owner, Fullstack Engineer
2022 - 2024
Rebuilt an EdTech product from hardware and firmware to mobile app and backend. The work moved between classroom reality, IoT constraints, and product ownership.
Innovation Apprentice, Technology Advisory
2020 - 2022
Worked on insurtech transformation, customer journey mapping, technology assessment, and startup ecosystem strategy for enterprise clients.
Founder, Fullstack Engineer
2018 - 2020
Built an IoT and block-programming platform for Vietnamese students from scratch. It won competitions, earned incubation, and taught the product lessons behind later work.
Technical Index
End-to-end product surfaces, mobile apps, and internal tools.
APIs, workflows, and integration layers that stay understandable.
Practical data models, operational databases, and queue-friendly work.
Running systems without heavyweight process theatre.
LLM features, support automation, and model-serving infrastructure.
The habits that make shipped systems easier to trust and improve.
Community Notices
Communities are part of the evidence: places where work is tested, explained, challenged, and made more useful.
Micro-SaaS builders and operator feedback
A builder room for profitable product experiments, expert coaching, and peer pressure that keeps shipping honest.
Read notice MemberHacker house and build sessions
A collaborative workspace for building in public, sharing notes, joining hackathons, and learning by making things together.
Read notice Learned hereData work and operating habits
The training ground where I learned analytics, discipline, and how to organize messy work into something usable.
Read notice Learned hereCommunication and room-reading
A communication room that sharpened presenting, professional storytelling, and the habit of making complex work legible.
Read notice
